September 2017
Beginner to intermediate
360 pages
8h 13m
English
book
Practical Real-time Data Processing and Analytics
by Shilpi Saxena, Selva raj Ramasamy, Prateek Bhati, Saurabh Gupta
Content preview from Practical Real-time Data Processing and Analytics
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Stream processing
The stream processing component itself consists of three main sub-components, which are:
- The Broker: that collects and holds the events or data streams from the data collection agents
- The Processing Engine: that actually transforms, correlates, aggregates the data, and performs other necessary operations
- The Distributed Cache: that actually serves as a mechanism for maintaining common datasets across all distributed components of the Processing Engine
The same aspects of the stream processing component are zoomed out and depicted in the diagram that follows:
There are a few key attributes that should be catered for by the ...
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